{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Encircled Energy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland.analysis import EncircledEnergy\n",
    "from optiland.samples.objectives import CookeTriplet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "lens = CookeTriplet()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x450 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "encircled_energy = EncircledEnergy(lens)\n",
    "encircled_energy.view()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
